{"id":"W2157351428","doi":"10.1080/02713680903015900","title":"Localization of Lysozyme Sorption to Conventional and Silicone Hydrogel Contact Lenses Using Confocal Microscopy","year":2009,"lang":"en","type":"article","venue":"Current Eye Research","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Lysozyme; Confocal; Fluorescein; Lens (geology); Materials science; Confocal microscopy; Silicone hydrogel; Contact lens; Chemistry; Biophysics; Fluorescence; Optics; Biochemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005090601,0.0001093001,0.00026059,0.0002511567,0.0001025301,0.00002612329,0.00005908059,0.00007549167,0.00007835178],"category_scores_gemma":[0.0001376029,0.0001035233,0.00006616156,0.0003041764,0.00009772321,0.00009138454,0.00003916688,0.0002364148,0.00003220373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009290202,"about_ca_system_score_gemma":0.0001946032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004517082,"about_ca_topic_score_gemma":0.000004470487,"domain_scores_codex":[0.9985056,0.00009459822,0.0002689914,0.0002596689,0.0005595367,0.0003116278],"domain_scores_gemma":[0.9990576,0.00005703862,0.00004729504,0.0001909204,0.0004489016,0.0001982466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005011219,0.0004422269,0.08045319,0.0002339639,0.00004016458,0.000009776615,0.0002477888,0.00002590176,0.8950546,0.0021597,0.000175637,0.02065592],"study_design_scores_gemma":[0.00802292,0.00476181,0.1563456,0.002854994,0.0002040762,0.00003410704,0.0007846291,0.02514884,0.7767867,0.001238763,0.02323186,0.0005857394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918439,0.002765926,0.004305564,0.0003532097,0.00008783386,0.0005131721,0.00001378171,0.00001787214,0.00009868071],"genre_scores_gemma":[0.9992753,0.00029138,0.0001114362,0.00007462889,0.0000873083,0.000004515001,0.00004982852,0.00001057622,0.00009502763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182679,"threshold_uncertainty_score":0.4221559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09950481552655574,"score_gpt":0.4475669822945571,"score_spread":0.3480621667680014,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}